There are 5 repositories under efficientnet topic.
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
High level network definitions with pre-trained weights in TensorFlow
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks
(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
face recognition training project(pytorch)
A list of popular deep learning models related to classification, segmentation and detection problems
More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt
PyTorch implementation of EfficientNetV2 family
A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."
yolov3 with mobilenetv2 and efficientnet
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
tensorflowJS implementation of EfficientNet 🚀
基于MobileNetV2/EfficientNet-b0/... + LSTM + CTC的不定长图像识别训练pytorch框架
Image classification: efficientnet/resnest/seresnext/.....
CNN image classifier implemented in Keras Notebook 🖼️.
detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn
Bridging the gap Between Stability and Scalability in Neural Architecture Search
Insightface Keras implementation
A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder
R interface to fast.ai
EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax
A PyTorch implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".
Using efficientnet to provide embeddings for retrieval
[Paper 2020] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, Wide-ResNet, ResNeXt, ResNeSt, ResNeXSt, SENet, Shake-Shake, DenseNet, PyramidNet, and EfficientNet.
Transfer Learning with EfficientNet in Keras
2020/2021 HKUST CSE FYP Masked Facial Recognition, developer: Sam Yuen, Alex Xie, Tony Cheng